Look up cold habituation or sensory adaptation. I think it either that the cells that have thermoreceptors become harder to activate due to changes in thermoreceptor expression, or the connection between these peripheral cells and the cells in your brain that interpret the signals a "ow, cold" becomes less efficient. Or both!